Tag: citability

How to ensure biodiversity data are FAIR, linked, open and future-proof?

Now concluded Horizon 2020-funded project BiCIKL shares lessons learned with policy-makers and research funders

Within the Biodiversity Community Integrated Knowledge Library (BiCIKL) project, 14 European institutions from ten countries, spent the last three years elaborating on services and high-tech digital tools, in order to improve the findability, accessibility, interoperability and reusability (FAIR-ness) of various types of data about the world’s biodiversity. These types of data include peer-reviewed scientific literature, occurrence records, natural history collections, DNA data and more.

By ensuring all those data are readily available and efficiently interlinked to each other, the project consortium’s intention is to provide better tools to the scientific community, so that it can more rapidly and effectively study, assess, monitor and preserve Earth’s biological diversity in line with the objectives of the likes of the EU Biodiversity Strategy for 2030 and the European Green Deal. Their targets require openly available, precise and harmonised data to underpin the design of effective measures for restoration and conservation, reminds the BiCIKL consortium.

Since 2021, the project partners at BiCIKL have been working together to elaborate existing workflows and links, as well as create brand new ones, so that their data resources, platforms and tools can seamlessly communicate with each other, thereby taking the burden off the shoulders of scientists and letting them focus on their actual mission: paving the way to healthy and sustainable ecosystems across Europe and beyond.

New BiCIKL project to build a freeway between pieces of biodiversity knowledge

Now that the three-year project is officially over, the wider scientific community is yet to reap the fruits of the consortium’s efforts. In fact, the end of the BiCIKL project marks the actual beginning of a European- and global-wide revolution in the way biodiversity scientists access, use and produce data. It is time for the research community, as well as all actors involved in the study of biodiversity and the implementation of regulations necessary to protect and preserve it, to embrace the lessons learned, adopt the good practices identified and build on the knowledge in existence.

This is why amongst the BiCIKL’s major final research outputs, there are two Policy Briefs meant to summarise and highlight important recommendations addressed to key policy makers, research institutions and funders of research. After all, it is the regulatory bodies that are best equipped to share and implement best practices and guidelines.

Most recently, the BiCIKL consortium published two particularly important policy briefs, both addressed to the likes of the European Commission’s Directorate-General for Environment; the European Environment Agency; the Joint Research Centre; as well as science and policy interface platforms, such as the EU Biodiversity Platform; and also organisations and programmes, e.g. Biodiversa+ and EuropaBON, which are engaged in biodiversity monitoring, protection and restoration. The policy briefs are also to be of particular use to national research funds in the European Union.

One of the newly published policy briefs, titled “Uniting FAIR data through interlinked, machine-actionable infrastructures”, highlights the potential benefits derived from enhanced connectivity and interoperability among various types of biodiversity data. The publication includes a list of recommendations addressed to policy-makers, as well as nine key action points. Understandably, amongst the main themes are those of wider international cooperation; inclusivity and collaboration at scale; standardisation and bringing science and policy closer to industry. Another major outcome of the BiCIKL project: the Biodiversity Knowledge Hub portal is noted as central to many of these objectives and tasks in its role of a knowledge broker that will continue to be maintained and updated with additional FAIR data-compliant services as a living legacy of the collaborative efforts at BiCIKL.

The second policy brief, titled “Liberate the power of biodiversity literature as FAIR digital objects”, shares key actions that can liberate data published in non-machine actionable formats and non-interoperable platforms, so that those data can also be efficiently accessed and used; as well as ways to publish future data according to the best FAIR and linked data practices. The recommendations highlighted in the policy brief intend to support decision-making in Europe; expedite research by making biodiversity data immediately and globally accessible; provide curated data ready to use by AI applications; and bridge gaps in the life cycle of research data through digital-born data. Several new and innovative workflows, linkages and integrative mechanisms and services developed within BiCIKL are mentioned as key advancements created to access and disseminate data available from scientific literature. 

While all policy briefs and factsheets – both primarily targeted at non-expert decision-makers who play a central role in biodiversity research and conservation efforts – are openly and freely available on the project’s website, the most important contributions were published as permanent scientific records in a BiCIKL-branded dedicated collection in the peer-reviewed open-science journal Research Ideas and Outcomes (RIO). There, the policy briefs are provided as both a ready-to-print document (available as supplementary material) and an extensive academic publication.

Currently, the collection: “Towards interlinked FAIR biodiversity knowledge: The BiCIKL perspective” in the RIO journal contains 60 publications, including policy briefs, project reports, methods papers, conference abstracts, demonstrating and highlighting key milestones and project outcomes from along the BiCIKL’s journey in the last three years. The collection also features over 15 scientific publications authored by people not necessarily involved in BiCIKL, but whose research uses linked open data and tools created in BiCIKL. Their publications were published in a dedicated article collection in the Biodiversity Data Journal.

BiCIKL keeps on adding project outcomes in own collection in RIO Journal

***

Visit the Biodiversity Community Integrated Knowledge Library (BiCIKL) project’s website at: https://bicikl-project.eu/.

Don’t forget to also explore the Biodiversity Knowledge Hub (BKH) for yourself at: https://biodiversityknowledgehub.eu/ and watch the BKH’s introduction video. 

Highlights from the BiCIKL project are also accessible on Twitter/X from the project’s hashtag: #BiCIKL_H2020 and handle: @BiCIKL_H2020.

BiCIKL project sums up outcomes and future prospects at a Final GA in Cambridge

Pensoft and ARPHA partner with scite.ai to dig deeper into article citations

Now, readers can explore not just how many times an article has been cited, but also why

In the ever-evolving landscape of academic publishing, comprehensive and informative citation metrics can make all the difference. Pensoft, the scholarly publisher and technology provider, and the innovative scite.ai platform, have partnered to provide a novel service that is looking to change the way readers perceive and utilise citation data.

scite.ai has been making waves in the scholarly world with its pioneering approach to citation metrics. At the heart of their offering are two distinctive badges, elegantly displayed on the article’s page to let readers gain deeper insights into how a publication is cited by other indexed works. 

Each citation is categorized as Supporting, Contrasting, or Mentioning, based on the context of surrounding sentences within the citing publication. This way, anyone can explore not just how many times a document has been cited but also why.

The feature is already accessible under the Metrics tab of any research paper published by a Pensoft journal. The first scite.ai badge displays the number of citations, breaking them down into Supporting, Contrasting, or Mentioning; the second one offers insights on the sections of an article where the citations were featured.

At Pensoft, we are confident that this new functionality enhances the discoverability and contextual richness of articles published in our journals. The integration also  empowers Pensoft’s users to gain deeper insights into their research. Whether you’re a scientist seeking to validate your research or a reader in search of authoritative sources, this new feature promises to enrich your academic journey.

***

Stay up to date with the latest integrations and features available at journals published by Pensoft by following ARPHA Platform on Twitter and Linkedin.

Recipe for Reusability: Biodiversity Data Journal integrated with Profeza’s CREDIT Suite

Through their new collaboration, the partners encourage publication of dynamic additional research outcomes to support reusability and reproducibility in science

In a new partnership between open-access Biodiversity Data Journal (BDJ) and workflow software development platform Profeza, authors submitting their research to the scholarly journal will be invited to prepare a Reuse Recipe Document via CREDIT Suite to encourage reusability and reproducibility in science. Once published, their articles will feature a special widget linking to additional research output, such as raw, experimental repetitions, null or negative results, protocols and datasets.

A Reuse Recipe Document is a collection of additional research outputs, which could serve as a guidelines to another researcher trying to reproduce or build on the previously published work. In contrast to a research article, it is a dynamic ‘evolving’ research item, which can be later updated and also tracked back in time, thanks to a revision history feature.

Both the Recipe Document and the Reproducible Links, which connect subsequent outputs to the original publication, are assigned with their own DOIs, so that reuse instances can be easily captured, recognised, tracked and rewarded with increased citability.

With these events appearing on both the original author’s and any reuser’s ORCID, the former can easily gain further credibility for his/her work because of his/her work’s enhanced reproducibility, while the latter increases his/her own by showcasing how he/she has put what he/she has cited into use.

Furthermore, the transparency and interconnectivity between the separate works allow for promoting intra- and inter-disciplinary collaboration between researchers.

“At BDJ, we strongly encourage our authors to use CREDIT Suite to submit any additional research outputs that could help fellow scientists speed up progress in biodiversity knowledge through reproducibility and reusability,” says Prof. Lyubomir Penev, founder of the journal and its scholarly publisher – Pensoft. “Our new partnership with Profeza is in itself a sign that collaboration and integrity in academia is the way to good open science practices.”

“Our partnership with Pensoft is a great step towards gathering crucial feedback and insight concerning reproducibility and continuity in research. This is now possible with Reuse Recipe Documents, which allow for authors and reusers to engage and team up with each other,” says Sheevendra, Co-Founder of Profeza.